Support creation of tf.data.Dataset (data generator) and augmentation for image.

This page summarizes the projects mentioned and recommended in the original post on /r/tensorflow
Machine Learning Python Tensorflow Augmentation Deep Learning

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  • tfaug

    tensorflow easy image augmentation package

    • github link

  • imgaug

    Image augmentation for machine learning experiments.

    • Do you acknowledge that there is ImageDataGenerator and ImgAug?

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  • tensorflow

    An Open Source Machine Learning Framework for Everyone

    • If you would like to avoid deadlocks above, you can run multiprocessing and tensorflow in a separate process as discussed here. However, there is overhead between inter-process communication. With large data sizes, it's communication overhead can be a large learning bottleneck.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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